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Home/News/How I Stopped Shopify's GraphQL API From Throttling My App (Parallel Query Patterns That Actually Work)

How I Stopped Shopify's GraphQL API From Throttling My App (Parallel Query Patterns That Actually Work)

A dashboard I built was taking 4+ seconds to load. Products, orders, inventory, customer data โ€” each query waited politely for the one before it to finish. Classic sequential bottleneck. The fix was parallelism. But naive parallelism on Shopify's GraphQL API gets you throttled fast, because it doesn

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